{"id":"W4408343784","doi":"10.3390/curroncol32030161","title":"Real-Life Efficacy of Palbociclib and Ribociclib in Advanced Breast Cancer","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palbociclib; Fulvestrant; Medicine; Letrozole; Metastatic breast cancer; Internal medicine; Oncology; Progression-free survival; Breast cancer; Cancer; Population; Overall survival; Estrogen receptor; Tamoxifen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002275514,0.0002028061,0.0004468507,0.0003449262,0.0001149241,0.0005700121,0.0003174147,0.0003372377,0.001073365],"category_scores_gemma":[0.002415115,0.00008985071,0.0004140638,0.0003326604,0.0003047092,0.0003107014,0.0002585013,0.0004841928,0.0002211185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007662087,"about_ca_system_score_gemma":0.0002934296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003330047,"about_ca_topic_score_gemma":0.0003672571,"domain_scores_codex":[0.9991835,0.000424498,0.00006399104,0.0000917565,0.0001675745,0.00006874474],"domain_scores_gemma":[0.9984371,0.0005213844,0.0006923213,0.00006028754,0.00008107394,0.0002077844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1618816,0.002837772,0.6290643,0.0006611106,0.001816083,0.0006322183,0.0002275807,0.006485017,0.01730739,0.0002602678,0.0009901888,0.1778364],"study_design_scores_gemma":[0.006872555,0.09755155,0.8738266,0.00006683714,0.00107567,0.002035709,0.0001446478,0.004982532,0.007613975,0.0002411569,0.005554059,0.00003469106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952429,0.003558073,0.0001605535,0.0000732136,0.000008395162,0.00003429683,0.0002273224,0.000009940393,0.0006852207],"genre_scores_gemma":[0.9989573,0.00037558,0.0001153062,0.00004125928,0.00001686475,0.00002731023,0.0003814446,0.000001545604,0.00008338022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002275514,"threshold_uncertainty_score":0.01203418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05340340222968545,"score_gpt":0.4452551598341567,"score_spread":0.3918517576044713,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}